Clawdemy Lessons

Clawdemy Lessons

Free AI literacy for everyday users. Bite-size narrated lessons that turn fear into fluency, one topic at a time.

Episodes

Will AI take my job? In brief

July 11, 2026 • 11 mins
Overview of lesson 8: your job is a bundle of tasks, AI touches tasks not titles, and exposed means reachable by AI, not doomed. A tool, not a prophecy.
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Who owns AI's work: In brief

July 11, 2026 • 11 mins
Overview of lesson 7: the copyright fight over AI, whether training on others' work was allowed, and who owns what a model makes. A debate, not a verdict.
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The risk map: In brief

July 11, 2026 • 11 mins
Overview of lesson 6: the four-part map of generative AI risk, the levers that answer each square, and why safety is a tuned choice, not a property.
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Lies at scale: in brief

July 11, 2026 • 11 mins
Overview of the final lesson: tell a mistake from a lie, learn what a hallucination is, and build the habits that keep your footing when anything can be faked.
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AI on a real project: In brief

July 11, 2026 • 11 mins
Overview of lesson 5: one true story shaped for three readers, a machine that interviews you first, persona rehearsal, and the polish or fabrication line.
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Should AI do this task? In brief

July 10, 2026 • 11 mins
Overview of lesson 4: the two filters for handing a task to AI, four signs of task fit, four consequence questions, and a verdict for your own task.
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Beyond the chat window, in brief

July 10, 2026 • 10 mins
Overview of lesson 3: system prompts that persist, retrieval from your own documents, who tailors an assistant, and machines that see and speak.
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Asking well, in brief

July 10, 2026 • 10 mins
Overview of lesson 2: the task, instructions, context anatomy, why the same question gets different answers twice, two upgrades, and personas.
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What generative AI actually is, in brief

July 9, 2026 • 10 mins
Overview of lesson 1: the prediction machine idea, the 2022 turning point, three breaks from older AI, and the two questions this track answers.
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Tools other agents can trust, in brief

July 5, 2026 • 12 mins
Overview of lesson 4: tool descriptions that drive selection, actionable error design, least-privilege distribution, and building an MCP server.
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Thinking like an architect, in brief

July 5, 2026 • 10 mins
Overview of lesson 1: the four parts of every agentic system, the workflow versus agent decision, and the three trade-offs architects weigh.
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Schemas that refuse to lie, in brief

July 5, 2026 • 14 mins
Overview of lesson 3: guaranteed output shape with tool schemas, nullable fields for honest absence, and validation loops with retry judgment.
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Reliability is a design choice, in brief

July 5, 2026 • 12 mins
Overview of lesson 6: escalation criteria that hold up, human review budgeted by segment, independent review, and multi-pass checking.
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Orchestration that survives contact, in brief

July 5, 2026 • 14 mins
Overview of lesson 5: coordinator and subagent design, decomposition judgment, parallel delegation, structured failure, and provenance.
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The capstone brief: design, build, defend

July 5, 2026 • 11 mins
Overview of lesson 8: the capstone assignment, its three phases, the ten-point rubric, and why the written defense is the real deliverable.
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CLAUDE.md at team scale, in brief

July 5, 2026 • 12 mins
Overview of lesson 2: the CLAUDE.md hierarchy, path-scoped rules files, shared slash commands, plan mode as a risk call, and diagnosing config drift.
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Agents in the pipeline, in brief

July 5, 2026 • 12 mins
Overview of lesson 7: headless Claude Code in CI, machine readable output, inherited project config, and the independent reviewer pattern.
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The capstone, in brief

June 29, 2026 • 9 mins
The final lesson: watch the full multi-agent pipeline run end to end, map each report to its agent, and run the open-source system in a safe simulation.
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Orchestration and shared state, in brief

June 29, 2026 • 10 mins
Zoom out from the agents to the wiring: the orchestration that decides who runs next, and the shared state that carries each agent's work to the one after it.
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Memory and reflection, in brief

June 29, 2026 • 10 mins
The last loop: the system records each decision at once, then on a later run, once the outcome is known, reflects on the call and feeds the lesson back.
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